Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "56"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 56 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 105 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 103 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 56, Node N04:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459922 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.822005 12.594662 -0.136141 8.249018 -0.247669 9.927174 0.628073 0.752552 0.6722 0.0382 0.5538 nan nan
2459921 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.224391 11.339220 -0.242673 9.498115 -0.157662 11.329025 0.822071 0.608083 0.6754 0.0394 0.5376 nan nan
2459920 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.227657 11.302994 0.032367 8.160189 -0.191780 7.151427 1.482515 1.731847 0.6638 0.0386 0.5432 nan nan
2459919 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.193469 12.118402 0.212873 9.237274 0.288539 10.304765 1.589609 1.664074 0.6626 0.0400 0.5338 nan nan
2459918 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.629368 13.762539 0.082161 9.424609 0.099371 6.774876 3.261502 2.313266 0.6847 0.0386 0.5641 nan nan
2459917 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.185958 11.505966 0.251188 9.644446 1.006540 7.644308 2.031214 0.996335 0.7175 0.0360 0.5991 nan nan
2459916 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.659571 12.044120 0.230303 9.519866 -0.072337 7.776343 2.737353 1.849900 0.6808 0.0396 0.5600 nan nan
2459915 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.208731 12.773292 0.276490 11.194095 -0.088484 7.641264 1.113314 3.375910 0.7230 0.0478 0.5809 nan nan
2459914 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.149164 14.078961 0.131975 11.965407 -0.035807 9.222979 1.920586 7.242880 0.7416 0.0409 0.5914 nan nan
2459913 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.441641 13.996469 0.043208 10.222868 -0.136631 9.187338 0.807613 2.852631 0.7056 0.0387 0.5792 nan nan
2459912 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.181610 11.941258 -0.041800 9.303936 -0.239703 8.029862 0.150290 0.943658 0.6790 0.0394 0.5436 nan nan
2459911 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.108497 11.321430 0.068390 9.688844 -0.393946 7.315512 1.580058 0.231348 0.6755 0.0378 0.5475 nan nan
2459910 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.253771 11.610065 0.051986 9.628243 -0.186215 7.665123 1.264572 0.197132 0.6795 0.0375 0.5523 nan nan
2459909 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.101765 12.101817 0.030937 9.409908 -0.130243 6.273630 2.301986 0.553651 0.6762 0.0364 0.5502 nan nan
2459908 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.149079 12.863062 0.054594 9.104832 -0.296567 5.681771 2.209131 0.818323 0.6835 0.0383 0.5582 nan nan
2459907 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.425977 12.977399 -0.007851 9.786828 -0.238154 6.133456 1.275800 0.973247 0.6797 0.0426 0.5469 nan nan
2459906 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.241753 13.050603 -0.079065 10.230458 -0.123201 8.402150 2.252278 1.871015 0.6717 0.0378 0.5394 nan nan
2459905 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.886683 12.143254 0.053249 9.893834 0.366785 13.475502 1.923112 0.991725 0.6634 0.0346 0.4675 nan nan
2459904 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.041683 12.277889 0.062786 10.892898 -0.256835 10.168091 1.279513 3.087204 0.6670 0.0351 0.4677 nan nan
2459903 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.233115 13.061930 0.092190 10.636121 -0.003851 7.838047 0.894796 1.992553 0.6731 0.0361 0.4940 nan nan
2459902 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.723100 14.534937 0.097129 11.040655 -0.021811 8.187772 1.849471 0.829678 0.6792 0.0403 0.4980 nan nan
2459901 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.600572 14.712199 0.060272 10.036560 -0.357783 7.139233 1.680307 1.190750 0.6733 0.0429 0.4790 nan nan
2459900 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.131730 15.012314 0.063181 10.593443 -0.169024 7.646205 1.298077 0.808203 0.6302 0.0393 0.4913 nan nan
2459898 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.295143 12.331116 -0.036914 10.051074 -0.005146 9.308330 0.391108 1.839161 0.6830 0.0366 0.5294 nan nan
2459897 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.016582 12.046409 -0.140647 10.281267 -0.058302 9.962189 2.057612 1.369894 0.6876 0.0353 0.4386 nan nan
2459896 digital_ok 100.00% 0.00% 100.00% 0.00% - - 3.168463 12.190116 0.037898 10.340756 0.343070 10.940938 1.060168 0.904205 0.6853 0.0368 0.4363 nan nan
2459895 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.475832 14.945801 0.157664 13.031277 -0.113341 11.007144 0.532969 5.531040 0.7893 0.0383 0.4957 nan nan
2459894 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.143570 14.218133 -0.136140 9.371821 -0.367212 10.547931 0.999522 2.146712 0.6991 0.0378 0.4675 nan nan
2459893 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.422615 14.709434 -0.045215 9.901559 0.102023 9.227138 0.659766 2.451606 0.6976 0.0382 0.5073 nan nan
2459892 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.071806 14.510202 -0.000097 11.468178 -0.678927 7.059454 0.191670 1.328977 0.6929 0.0431 0.5310 nan nan
2459891 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.404950 13.362885 -0.081914 11.430128 -0.460922 10.315270 0.879418 1.259557 0.6870 0.0370 0.5296 nan nan
2459890 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.289598 13.572124 0.188096 13.666896 -0.654117 9.079991 0.881916 0.058116 0.6905 0.0364 0.5318 nan nan
2459889 digital_ok 100.00% 0.00% 100.00% 0.00% - - -0.040388 15.410712 -0.215736 11.032651 -0.039935 12.997935 2.503144 4.440392 0.6969 0.0402 0.5310 nan nan
2459888 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.214299 12.843078 0.181931 12.831069 -0.051413 11.771202 0.677991 2.153756 0.7124 0.0389 0.5445 nan nan
2459887 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.099555 13.708741 0.319271 12.725880 -0.228088 10.324919 1.653992 1.402360 0.6968 0.0387 0.5387 nan nan
2459886 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.469289 18.556043 0.224697 11.176986 0.352365 8.085614 0.532938 2.114122 0.7783 0.0436 0.5894 nan nan
2459885 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.636457 22.436369 0.511286 64.796319 0.265402 19.466344 1.152304 12.457789 0.7473 0.0375 0.5232 nan nan
2459884 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.022635 12.885908 0.092153 12.452174 0.371260 9.856924 1.370521 0.610712 0.6973 0.0357 0.5229 nan nan
2459883 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.990860 17.983596 0.826249 58.341292 0.717447 10.817291 4.204200 4.820944 0.6970 0.0397 0.5220 nan nan
2459882 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.413384 29.217888 0.595221 65.711615 0.332806 15.253840 2.398437 2.147945 0.7004 0.0411 0.5297 nan nan
2459881 digital_ok 100.00% 0.00% 100.00% 0.00% - - 0.131761 16.715815 0.498835 74.686126 0.588441 30.479905 2.048605 14.574558 0.7330 0.0382 0.5600 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.039457 0.815788 1.331232 0.371596 0.105768 1.069937 1.841332 16.519739 0.6910 0.6973 0.3757 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.023594 0.502890 0.255332 0.510373 -0.014405 1.640506 0.557480 2.288275 0.6789 0.6904 0.3828 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.154974 1.383282 1.270123 0.468907 1.094505 1.853381 8.523219 40.584827 0.6835 0.6985 0.3772 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.553871 1.658191 1.064634 0.690425 1.743110 1.083505 0.285618 10.983461 0.7026 0.6930 0.3757 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.152857 1.124171 0.792087 0.075629 1.782515 1.233768 0.017086 14.844417 0.7140 0.7214 0.3747 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.795534 2.259967 -0.106436 -0.234588 1.403532 1.212856 0.357638 4.994743 0.6995 0.6889 0.3653 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.189124 1.574230 0.134737 -0.339858 0.250239 1.782933 0.298767 10.354847 0.7128 0.6944 0.3581 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.003466 1.268775 -0.219242 -0.645276 0.352014 2.524628 -0.237829 3.733012 0.7012 0.6943 0.3731 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.145038 0.366760 0.396864 -0.384431 0.279932 0.854966 0.269792 6.954805 0.7083 0.6925 0.3682 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.740523 1.807744 0.375270 0.139955 0.370509 2.499655 1.764904 6.647563 0.7169 0.7020 0.3641 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.956100 1.065678 0.588375 0.414066 0.245578 0.319994 -0.450393 1.730727 0.7242 0.7200 0.3570 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.449265 1.516659 0.627440 -0.538532 0.622425 1.894469 1.952212 19.548051 0.7079 0.6957 0.3745 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.117515 1.823647 -0.028680 -0.430714 -0.225916 1.458641 0.924765 7.551025 0.7187 0.6981 0.3722 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.321621 1.094657 0.239407 -0.056641 1.053822 3.625933 4.707829 13.904629 0.7159 0.7004 0.3670 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.743791 2.848984 -0.323788 -0.785207 3.828379 1.894950 0.505175 5.800812 0.7358 0.7220 0.3407 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.220078 1.658005 -1.236792 0.297232 -0.006371 0.512240 1.396566 9.862325 0.7140 0.6971 0.3847 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.498397 0.589752 -0.002109 -0.838658 2.026984 3.009491 3.819484 7.441944 0.7056 0.6874 0.3846 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.106739 0.802804 -1.564684 0.544301 0.036526 0.546339 0.585003 5.036586 0.6937 0.7184 0.3928 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.689717 0.144762 -0.153356 -0.424220 0.611983 2.119845 -0.007130 3.693006 0.7235 0.7034 0.3887 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.754863 -0.191187 -1.295954 0.131337 -0.073221 0.827077 0.179071 3.002198 0.7300 0.7010 0.3857 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.444117 0.245258 -0.121647 -0.317927 1.031678 1.588917 0.462004 3.633667 0.7303 0.7007 0.3893 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.292531 0.284510 -0.180658 -0.537103 1.455341 3.506734 0.444447 4.706697 0.7416 0.7093 0.3939 4.030437 2.680456
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.265236 2.456653 0.131414 0.026368 -1.234396 0.173778 -0.003038 0.199945 0.0293 0.0274 0.0011 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 31.43% -0.839579 1.306890 -1.175962 -0.069386 0.035553 1.145240 0.184634 1.595883 0.7364 0.7232 0.3816 2.401667 2.000874
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 74.81% -1.054210 1.087260 -1.443297 0.012814 -0.325217 1.737880 -0.126151 1.104700 0.7227 0.7365 0.4129 3.607681 2.654859
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -0.162698 1.217996 -0.251821 0.914267 0.007568 1.313409 0.206741 0.786612 0.7364 0.7579 0.4195 1.959710 1.466581
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.773461 0.393032 0.149725 1.632661 0.457820 1.419034 0.716039 4.414120 0.7576 0.7113 0.4009 4.421037 2.812339
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 43.78% 0.583910 0.044958 0.614762 2.246198 0.048374 2.046547 -0.060429 1.693657 0.8507 0.8540 0.2260 5.114124 3.687642
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 52.94% -1.033566 0.682006 0.638782 2.078737 0.482191 -0.585655 -0.358088 0.198687 0.7799 0.7714 0.3139 5.058576 3.361738
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 8.72% -0.258899 0.577212 0.202351 1.453469 -0.024983 0.762861 -0.003202 -0.059800 0.7618 0.7750 0.3312 2.124606 1.565327
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.660751 0.407816 1.323028 3.405342 -0.028123 2.170854 0.505913 6.145067 0.7611 0.7682 0.3372 4.910814 3.325715
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.369653 1.064871 1.588111 2.972102 0.578368 1.404529 -0.317284 4.669023 0.7422 0.7702 0.3582 4.069408 3.049936
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 59.89% -0.419499 0.750033 1.899812 3.394111 -0.033806 1.233604 0.316419 3.370112 0.7421 0.7099 0.4092 3.202890 2.592904
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 33.33% -1.157583 0.419743 1.288037 3.378843 -0.476383 1.469939 -0.222014 1.504795 0.8573 0.7075 0.4521 1.663695 1.443799
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.352372 1.587075 2.098172 4.438850 -0.042579 2.841831 0.375830 5.496223 0.7517 0.7724 0.3577 4.503416 5.661796
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.209913 5.933817 -0.073667 0.338230 0.303298 0.429747 0.367708 0.703593 0.0298 0.0275 0.0014 nan nan
2459843 digital_ok 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 0.022562 1.949208 -0.116435 0.840491 -0.445224 0.907885 -0.401653 9.168430 0.7579 0.7690 0.3710 6.741222 4.721992
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.253109 2.853372 0.078761 0.851898 -0.082405 -0.468862 0.539005 1.025696 0.0276 0.0246 0.0017 nan nan
2459839 digital_ok 0.00% - - - - - -0.993327 -0.171013 0.189049 2.510828 -0.400742 -0.877904 0.309562 0.638625 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 59.655593 78.530261 54.979808 59.310160 42.596853 51.167915 368.245460 385.670432 0.0188 0.0177 0.0006 0.801052 0.797315
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0410 0.0389 0.0021 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.226277 0.102113 -0.456075 -0.638804 0.250321 -0.023600 -0.239707 -0.669478 0.0406 0.0388 0.0015 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.035755 -0.550249 0.044782 0.358350 -0.147009 2.649124 0.284777 0.140662 0.0346 0.0514 0.0051 nan nan
2459832 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.060033 1.318273 0.862013 0.921620 -0.811100 2.890574 -0.252047 1.063588 0.0688 0.0659 0.0072 1.202430 1.206428
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.392414 -0.318171 -0.455618 2.244220 0.725164 0.822288 0.261231 0.533938 0.0453 0.0401 0.0061 nan nan
2459830 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.488403 0.555643 1.499599 1.441350 0.021780 -0.867458 -0.768894 -0.580414 0.0541 0.0556 0.0054 1.243515 1.240681
2459829 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.143091 1.990655 0.918462 0.704343 -0.076485 1.470372 0.344597 -0.823391 0.0492 0.0564 0.0039 49.556684 38.193254
2459828 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.657266 0.001563 0.660262 0.263383 1.624674 -0.807449 -0.859893 -0.472651 0.0611 0.0561 0.0059 1.269497 1.260895
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.674846 0.974863 1.889147 1.707322 0.452108 1.547255 -0.128665 13.201299 0.0584 0.0582 0.0046 1.237341 1.233474
2459826 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.311477 0.650492 1.943179 1.870155 1.047993 -0.404390 -1.011707 0.679280 0.0493 0.0628 0.0073 0.000000 0.000000
2459825 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.706020 -0.067255 0.836106 1.028154 0.118397 -0.603525 -0.813798 2.628499 0.0615 0.0607 0.0071 1.237270 1.233694
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.869699 1.204107 1.154677 1.702371 -0.687134 0.219546 -0.248409 3.145436 0.0572 0.0566 0.0044 1.171170 1.170438
2459823 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.734172 0.968297 1.517145 1.882071 0.499509 1.768923 1.050352 45.771353 0.0626 0.0595 0.0053 1.157726 1.166768
2459822 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.354407 0.690551 1.351000 1.257669 1.040687 -0.479923 0.035956 8.937317 0.0630 0.0711 0.0069 1.175181 1.174852
2459821 digital_ok 0.00% 11.29% 11.29% 0.00% 13.16% 78.95% 0.042519 1.254527 1.153529 1.443870 -0.179334 -0.921990 -1.488008 2.750060 0.7366 0.6099 0.4322 4.287730 3.294573
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.435689 1.701812 1.476951 1.127759 1.249252 1.661950 0.447038 5.358879 0.7896 0.7139 0.3975 4.378412 3.717709
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 86.84% -0.448957 1.352876 0.603977 0.855047 0.156208 -0.042123 -0.641117 0.041430 0.8364 0.7157 0.4837 3.210206 2.598819
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.871823 -0.237026 1.577534 1.944800 1.766603 1.231476 -0.183877 11.565925 0.8508 0.6238 0.5681 3.540010 3.228699
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 84.21% -0.921469 0.671826 1.076408 1.546889 1.639803 0.605793 -0.823460 0.023783 0.8304 0.7203 0.4923 3.911494 3.510190
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 3.74% -1.144160 0.937094 0.705673 0.800190 1.395645 1.798558 -0.085683 0.894509 0.8037 0.7401 0.3979 4.184470 3.268549

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 56: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.594662 12.594662 0.822005 8.249018 -0.136141 9.927174 -0.247669 0.752552 0.628073

Antenna 56: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 11.339220 -0.224391 11.339220 -0.242673 9.498115 -0.157662 11.329025 0.822071 0.608083

Antenna 56: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 11.302994 11.302994 -0.227657 8.160189 0.032367 7.151427 -0.191780 1.731847 1.482515

Antenna 56: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.118402 0.193469 12.118402 0.212873 9.237274 0.288539 10.304765 1.589609 1.664074

Antenna 56: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 13.762539 13.762539 1.629368 9.424609 0.082161 6.774876 0.099371 2.313266 3.261502

Antenna 56: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 11.505966 11.505966 -0.185958 9.644446 0.251188 7.644308 1.006540 0.996335 2.031214

Antenna 56: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.044120 0.659571 12.044120 0.230303 9.519866 -0.072337 7.776343 2.737353 1.849900

Antenna 56: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.773292 1.208731 12.773292 0.276490 11.194095 -0.088484 7.641264 1.113314 3.375910

Antenna 56: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.078961 0.149164 14.078961 0.131975 11.965407 -0.035807 9.222979 1.920586 7.242880

Antenna 56: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 13.996469 13.996469 1.441641 10.222868 0.043208 9.187338 -0.136631 2.852631 0.807613

Antenna 56: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 11.941258 11.941258 0.181610 9.303936 -0.041800 8.029862 -0.239703 0.943658 0.150290

Antenna 56: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 11.321430 11.321430 0.108497 9.688844 0.068390 7.315512 -0.393946 0.231348 1.580058

Antenna 56: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 11.610065 11.610065 0.253771 9.628243 0.051986 7.665123 -0.186215 0.197132 1.264572

Antenna 56: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.101817 12.101817 -0.101765 9.409908 0.030937 6.273630 -0.130243 0.553651 2.301986

Antenna 56: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.863062 -0.149079 12.863062 0.054594 9.104832 -0.296567 5.681771 2.209131 0.818323

Antenna 56: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.977399 12.977399 1.425977 9.786828 -0.007851 6.133456 -0.238154 0.973247 1.275800

Antenna 56: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 13.050603 13.050603 -0.241753 10.230458 -0.079065 8.402150 -0.123201 1.871015 2.252278

Antenna 56: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Variability 13.475502 12.143254 0.886683 9.893834 0.053249 13.475502 0.366785 0.991725 1.923112

Antenna 56: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.277889 12.277889 -0.041683 10.892898 0.062786 10.168091 -0.256835 3.087204 1.279513

Antenna 56: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 13.061930 13.061930 -0.233115 10.636121 0.092190 7.838047 -0.003851 1.992553 0.894796

Antenna 56: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.534937 2.723100 14.534937 0.097129 11.040655 -0.021811 8.187772 1.849471 0.829678

Antenna 56: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.712199 0.600572 14.712199 0.060272 10.036560 -0.357783 7.139233 1.680307 1.190750

Antenna 56: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 15.012314 -0.131730 15.012314 0.063181 10.593443 -0.169024 7.646205 1.298077 0.808203

Antenna 56: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.331116 12.331116 -0.295143 10.051074 -0.036914 9.308330 -0.005146 1.839161 0.391108

Antenna 56: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.046409 12.046409 0.016582 10.281267 -0.140647 9.962189 -0.058302 1.369894 2.057612

Antenna 56: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.190116 12.190116 3.168463 10.340756 0.037898 10.940938 0.343070 0.904205 1.060168

Antenna 56: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.945801 -0.475832 14.945801 0.157664 13.031277 -0.113341 11.007144 0.532969 5.531040

Antenna 56: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.218133 14.218133 -0.143570 9.371821 -0.136140 10.547931 -0.367212 2.146712 0.999522

Antenna 56: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.709434 -0.422615 14.709434 -0.045215 9.901559 0.102023 9.227138 0.659766 2.451606

Antenna 56: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 14.510202 14.510202 0.071806 11.468178 -0.000097 7.059454 -0.678927 1.328977 0.191670

Antenna 56: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 13.362885 0.404950 13.362885 -0.081914 11.430128 -0.460922 10.315270 0.879418 1.259557

Antenna 56: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 13.666896 13.572124 -0.289598 13.666896 0.188096 9.079991 -0.654117 0.058116 0.881916

Antenna 56: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 15.410712 -0.040388 15.410712 -0.215736 11.032651 -0.039935 12.997935 2.503144 4.440392

Antenna 56: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.843078 12.843078 0.214299 12.831069 0.181931 11.771202 -0.051413 2.153756 0.677991

Antenna 56: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 13.708741 13.708741 0.099555 12.725880 0.319271 10.324919 -0.228088 1.402360 1.653992

Antenna 56: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 18.556043 0.469289 18.556043 0.224697 11.176986 0.352365 8.085614 0.532938 2.114122

Antenna 56: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 64.796319 22.436369 0.636457 64.796319 0.511286 19.466344 0.265402 12.457789 1.152304

Antenna 56: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 12.885908 12.885908 1.022635 12.452174 0.092153 9.856924 0.371260 0.610712 1.370521

Antenna 56: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 58.341292 17.983596 0.990860 58.341292 0.826249 10.817291 0.717447 4.820944 4.204200

Antenna 56: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 65.711615 29.217888 0.413384 65.711615 0.595221 15.253840 0.332806 2.147945 2.398437

Antenna 56: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 74.686126 16.715815 0.131761 74.686126 0.498835 30.479905 0.588441 14.574558 2.048605

Antenna 56: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 16.519739 0.815788 0.039457 0.371596 1.331232 1.069937 0.105768 16.519739 1.841332

Antenna 56: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 2.288275 0.502890 0.023594 0.510373 0.255332 1.640506 -0.014405 2.288275 0.557480

Antenna 56: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 40.584827 1.383282 1.154974 0.468907 1.270123 1.853381 1.094505 40.584827 8.523219

Antenna 56: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 10.983461 1.553871 1.658191 1.064634 0.690425 1.743110 1.083505 0.285618 10.983461

Antenna 56: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 14.844417 4.152857 1.124171 0.792087 0.075629 1.782515 1.233768 0.017086 14.844417

Antenna 56: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 4.994743 2.795534 2.259967 -0.106436 -0.234588 1.403532 1.212856 0.357638 4.994743

Antenna 56: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 10.354847 1.189124 1.574230 0.134737 -0.339858 0.250239 1.782933 0.298767 10.354847

Antenna 56: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.733012 1.268775 -0.003466 -0.645276 -0.219242 2.524628 0.352014 3.733012 -0.237829

Antenna 56: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 6.954805 0.366760 0.145038 -0.384431 0.396864 0.854966 0.279932 6.954805 0.269792

Antenna 56: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 6.647563 0.740523 1.807744 0.375270 0.139955 0.370509 2.499655 1.764904 6.647563

Antenna 56: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1.730727 0.956100 1.065678 0.588375 0.414066 0.245578 0.319994 -0.450393 1.730727

Antenna 56: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 19.548051 0.449265 1.516659 0.627440 -0.538532 0.622425 1.894469 1.952212 19.548051

Antenna 56: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 7.551025 0.117515 1.823647 -0.028680 -0.430714 -0.225916 1.458641 0.924765 7.551025

Antenna 56: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 13.904629 1.094657 0.321621 -0.056641 0.239407 3.625933 1.053822 13.904629 4.707829

Antenna 56: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.800812 3.743791 2.848984 -0.323788 -0.785207 3.828379 1.894950 0.505175 5.800812

Antenna 56: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 9.862325 1.658005 -0.220078 0.297232 -1.236792 0.512240 -0.006371 9.862325 1.396566

Antenna 56: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 7.441944 -0.498397 0.589752 -0.002109 -0.838658 2.026984 3.009491 3.819484 7.441944

Antenna 56: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.036586 -0.106739 0.802804 -1.564684 0.544301 0.036526 0.546339 0.585003 5.036586

Antenna 56: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.693006 0.144762 -0.689717 -0.424220 -0.153356 2.119845 0.611983 3.693006 -0.007130

Antenna 56: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.002198 -0.754863 -0.191187 -1.295954 0.131337 -0.073221 0.827077 0.179071 3.002198

Antenna 56: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.633667 0.444117 0.245258 -0.121647 -0.317927 1.031678 1.588917 0.462004 3.633667

Antenna 56: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 4.706697 0.284510 -0.292531 -0.537103 -0.180658 3.506734 1.455341 4.706697 0.444447

Antenna 56: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 2.456653 2.456653 0.265236 0.026368 0.131414 0.173778 -1.234396 0.199945 -0.003038

Antenna 56: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1.595883 -0.839579 1.306890 -1.175962 -0.069386 0.035553 1.145240 0.184634 1.595883

Antenna 56: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Variability 1.737880 1.087260 -1.054210 0.012814 -1.443297 1.737880 -0.325217 1.104700 -0.126151

Antenna 56: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Variability 1.313409 1.217996 -0.162698 0.914267 -0.251821 1.313409 0.007568 0.786612 0.206741

Antenna 56: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 4.414120 0.393032 -0.773461 1.632661 0.149725 1.419034 0.457820 4.414120 0.716039

Antenna 56: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 2.246198 0.583910 0.044958 0.614762 2.246198 0.048374 2.046547 -0.060429 1.693657

Antenna 56: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 2.078737 -1.033566 0.682006 0.638782 2.078737 0.482191 -0.585655 -0.358088 0.198687

Antenna 56: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 1.453469 -0.258899 0.577212 0.202351 1.453469 -0.024983 0.762861 -0.003202 -0.059800

Antenna 56: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 6.145067 -0.660751 0.407816 1.323028 3.405342 -0.028123 2.170854 0.505913 6.145067

Antenna 56: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 4.669023 1.064871 -0.369653 2.972102 1.588111 1.404529 0.578368 4.669023 -0.317284

Antenna 56: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 3.394111 0.750033 -0.419499 3.394111 1.899812 1.233604 -0.033806 3.370112 0.316419

Antenna 56: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 3.378843 -1.157583 0.419743 1.288037 3.378843 -0.476383 1.469939 -0.222014 1.504795

Antenna 56: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.496223 1.587075 -0.352372 4.438850 2.098172 2.841831 -0.042579 5.496223 0.375830

Antenna 56: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 5.933817 3.209913 5.933817 -0.073667 0.338230 0.303298 0.429747 0.367708 0.703593

Antenna 56: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 9.168430 1.949208 0.022562 0.840491 -0.116435 0.907885 -0.445224 9.168430 -0.401653

Antenna 56: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 2.853372 -0.253109 2.853372 0.078761 0.851898 -0.082405 -0.468862 0.539005 1.025696

Antenna 56: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 2.510828 -0.171013 -0.993327 2.510828 0.189049 -0.877904 -0.400742 0.638625 0.309562

Antenna 56: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 385.670432 78.530261 59.655593 59.310160 54.979808 51.167915 42.596853 385.670432 368.245460

Antenna 56: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Variability 0.250321 0.102113 0.226277 -0.638804 -0.456075 -0.023600 0.250321 -0.669478 -0.239707

Antenna 56: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Variability 2.649124 -0.550249 -1.035755 0.358350 0.044782 2.649124 -0.147009 0.140662 0.284777

Antenna 56: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Variability 2.890574 -1.060033 1.318273 0.862013 0.921620 -0.811100 2.890574 -0.252047 1.063588

Antenna 56: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 2.244220 -0.392414 -0.318171 -0.455618 2.244220 0.725164 0.822288 0.261231 0.533938

Antenna 56: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Power 1.499599 -0.488403 0.555643 1.499599 1.441350 0.021780 -0.867458 -0.768894 -0.580414

Antenna 56: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 1.990655 1.990655 -1.143091 0.704343 0.918462 1.470372 -0.076485 -0.823391 0.344597

Antenna 56: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Variability 1.624674 0.001563 -0.657266 0.263383 0.660262 -0.807449 1.624674 -0.472651 -0.859893

Antenna 56: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 13.201299 -0.674846 0.974863 1.889147 1.707322 0.452108 1.547255 -0.128665 13.201299

Antenna 56: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Power 1.943179 0.650492 -0.311477 1.870155 1.943179 -0.404390 1.047993 0.679280 -1.011707

Antenna 56: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 2.628499 -0.067255 -0.706020 1.028154 0.836106 -0.603525 0.118397 2.628499 -0.813798

Antenna 56: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.145436 -0.869699 1.204107 1.154677 1.702371 -0.687134 0.219546 -0.248409 3.145436

Antenna 56: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 45.771353 0.968297 -0.734172 1.882071 1.517145 1.768923 0.499509 45.771353 1.050352

Antenna 56: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 8.937317 -0.354407 0.690551 1.351000 1.257669 1.040687 -0.479923 0.035956 8.937317

Antenna 56: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 2.750060 1.254527 0.042519 1.443870 1.153529 -0.921990 -0.179334 2.750060 -1.488008

Antenna 56: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.358879 -0.435689 1.701812 1.476951 1.127759 1.249252 1.661950 0.447038 5.358879

Antenna 56: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 1.352876 -0.448957 1.352876 0.603977 0.855047 0.156208 -0.042123 -0.641117 0.041430

Antenna 56: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 11.565925 -0.237026 -0.871823 1.944800 1.577534 1.231476 1.766603 11.565925 -0.183877

Antenna 56: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Variability 1.639803 0.671826 -0.921469 1.546889 1.076408 0.605793 1.639803 0.023783 -0.823460

Antenna 56: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape nan nan nan nan nan nan nan nan nan
In [ ]: